{"answers":{"affected":"It affects 1 product.","exploited":"It is not confirmed as exploited in the wild, but public exploit code for CVE-2025-27781 exists.","fix":"No fix has been published for CVE-2025-27781 yet. Limit exposure of the affected software until one is available.","what":"CVE-2025-27781 is a high-severity unsafe deserialization vulnerability in IAHispano Applio, published on 19 Mar 2025. An attacker can exploit it over the internet without logging in, with no action from the victim."},"fix_prompt":"Check this codebase for CVE-2025-27781 and fix it if it is affected.\n\nWhat it is: CVE-2025-27781 is a high-severity unsafe deserialization vulnerability in IAHispano Applio, published on 19 Mar 2025. An attacker can exploit it over the internet without logging in, with no action from the victim.\nExploitation: It is not confirmed as exploited in the wild, but public exploit code for CVE-2025-27781 exists.\n\nAffected product: IAHispano Applio. No package-level version data is available, so check the vendor advisory linked from the reference page.\n\nTask:\n1. Search the dependency manifests and lockfiles (for example package.json, package-lock.json, requirements.txt, poetry.lock, uv.lock, pom.xml, build.gradle, go.mod, Cargo.lock, Gemfile.lock) and any Dockerfiles for the affected packages, including transitive dependencies.\n2. If an affected version is in use, upgrade it to the fixed version for its release line with the project's package manager, so the lockfile is regenerated. Prefer the smallest upgrade that fixes it.\n3. If there is no fix, or the upgrade would break the build, do not guess: explain the risk and the safest workaround instead.\n4. Run the tests and summarise what changed and why.\n5. If nothing in the project is affected, say so and change nothing.\n\nReference: https://insights.sbomify.com/CVE-2025-27781/ (Markdown: https://insights.sbomify.com/CVE-2025-27781/index.md)","id":"CVE-2025-27781","markdown":"https://insights.sbomify.com/CVE-2025-27781/index.md","name":"CVE-2025-27781","record":{"aliases":[],"analysis":{"component_type":"library","fix_type":"patch","impacts":["code_execution"],"network_reachable":"yes","non_default_config":false,"product_category":"Voice conversion tool","requires_auth":"none","summary":"Applio allows remote code execution via unsafe deserialization when loading user-supplied model files using torch.load.","user_interaction":"not_required","vuln_class":"deserialization"},"analysis_generated_by":"qwen3.8-flash-next","assigner":"GitHub_M","cpe":[{"product":"applio","vendor":"applio"}],"cvss":{"score":8.9,"severity":"high","source":"cna","vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N/E:P","version":"4.0"},"cwes":[{"id":"CWE-502","name":"Deserialization of Untrusted Data"}],"description":"Applio is a voice conversion tool. Versions 3.2.8-bugfix and prior are vulnerable to unsafe deserialization in inference.py. `model_file` in inference.py as well as `model_file` in tts.py take user-supplied input (e.g. a path to a model) and pass that value to the `change_choices` and later to `get_speakers_id` function, which loads that model with `torch.load` in inference.py (line 326 in 3.2.8-bugfix), which is vulnerable to unsafe deserialization. The issue can lead to remote code execution. A patch is available on the `main` branch of the repository.","ecosystems":[],"exploits":{"exploitdb":0,"first_seen":null,"github_poc":0,"max_poc_stars":null,"metasploit":0,"nuclei":0,"refs":[],"tier":"weaponised"},"has_fix":false,"headline":"Applio allows unsafe deserialization in inference.py","id":"CVE-2025-27781","indexable":true,"kev":null,"kind":"cve","links":{"ecosystem":null,"product":null,"products":[],"type":"deserialization","year":"2025"},"n_packages":0,"n_references":5,"next":{"headline":"Applio allows arbitrary file write in inference.py","id":"CVE-2025-27782"},"packages":[],"prev":{"headline":"Applio allows unsafe deserialization in model_information.py","id":"CVE-2025-27780"},"products":["Applio"],"published":"2025-03-19","related":[{"cvss_score":8.9,"headline":"Applio allows unsafe deserialization in infer.py","id":"CVE-2025-27778","kev_date_added":null,"published":"2025-03-19"},{"cvss_score":8.9,"headline":"Applio allows unsafe deserialization in model_blender.py","id":"CVE-2025-27779","kev_date_added":null,"published":"2025-03-19"},{"cvss_score":8.9,"headline":"Applio allows unsafe deserialization in model_information.py","id":"CVE-2025-27780","kev_date_added":null,"published":"2025-03-19"},{"cvss_score":8.8,"headline":"Applio allows SSRF and file write in model_download.py","id":"CVE-2025-27774","kev_date_added":null,"published":"2025-03-19"},{"cvss_score":8.8,"headline":"Applio allows SSRF and file write in model_download.py","id":"CVE-2025-27775","kev_date_added":null,"published":"2025-03-19"},{"cvss_score":8.8,"headline":"Applio allows SSRF and file write in model_download.py","id":"CVE-2025-27776","kev_date_added":null,"published":"2025-03-19"}],"sources":[{"class":"attribution","licence":"CVE Terms of Use (MITRE)","name":"CVE List","prefix":"CVE"},{"class":"attribution","licence":"US public information, NVD API terms","name":"NVD"},{"class":"attribution","licence":"CWE Terms of Use","name":"CWE (MITRE)"},{"class":"attribution","licence":"FIRST CVSS licence","name":"CVSS (FIRST)"}],"ssvc":{"automatable":"yes","exploitation":"poc","technical_impact":"total"},"state":"PUBLISHED","updated":"2025-03-19","vendors":["IAHispano"]},"summary":"Applio allows remote code execution via unsafe deserialization when loading user-supplied model files using torch.load.","url":"https://insights.sbomify.com/CVE-2025-27781/"}